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Large Language Models

2678 directly classified papers

Papers per year

Papers

GraphQL Query Generation: A Large Training and Benchmarking Dataset EMNLP 2024
AI for Science in the Era of Large Language Models EMNLP 2024
XRec: Large Language Models for Explainable Recommendation EMNLP 2024
A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios EMNLP 2024
LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble EMNLP 2024
Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024
Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition EMNLP 2024
Scaling Sentence Embeddings with Large Language Models EMNLP 2024
Exploring the Relationship between In-Context Learning and Instruction Tuning EMNLP 2024
JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models EMNLP 2024
Revisiting Catastrophic Forgetting in Large Language Model Tuning EMNLP 2024
WavLLM: Towards Robust and Adaptive Speech Large Language Model EMNLP 2024
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches EMNLP 2024
An Evaluation Mechanism of LLM-based Agents on Manipulating APIs EMNLP 2024
Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models EMNLP 2024
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval EMNLP 2024
Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research EMNLP 2024
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024
In Defense of Structural Sparse Adapters for Concurrent LLM Serving EMNLP 2024
Adversarial Math Word Problem Generation EMNLP 2024
Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing EMNLP 2024
Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning EMNLP 2024
CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models EMNLP 2024
Llamipa: An Incremental Discourse Parser EMNLP 2024
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs NIPS 2024